From Data To Model Risk: The Enterprise AI/DI Risk Management Challenge (Part 1)

In recent years, artificial intelligence (AI) has moved from being fodder for post-apocalyptic fiction to occasionally dystopian reality. The technology has also enabled several valuable advances in consumer services. To date, AI's risks and benefits have remained largely limited to consumer-facing applications. And while the security and other unintended and unforeseen risks have affected many individuals and seem challenging to remediate, the causes--like cyberattacks, fake news, and privacy invasion--are increasingly well-understood. Over the last several years, however, AI and related technologies like decision intelligence (DI) have moved beyond Silicon Valley and Seattle to penetrate a new type of company: the large business enterprise.